<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[beCloudReady]]></title><description><![CDATA[Helping the automotive sector deliver on time. 94% Accurate Self-Learning AI Inventory Forecasting for the Automotive OEM and Aftermarket Industry.]]></description><link>https://bcradops.wixsite.com/website/blog</link><generator>RSS for Node</generator><lastBuildDate>Fri, 10 Apr 2026 03:08:36 GMT</lastBuildDate><atom:link href="https://bcradops.wixsite.com/website/blog-feed.xml" rel="self" type="application/rss+xml"/><item><title><![CDATA[LLM Inference Benchmarking - genAI-perf and vLLM]]></title><description><![CDATA[Learn how to benchmark LLM inference using NVIDIA GenAI-Perf and vLLM on GPU infrastructure. This guide walks developers and platform teams through setting up a single-node inference stack, measuring latency and token throughput, understanding KV cache and batching behavior, and building a Grafana-based observability pipeline. Ideal for engineers learning LLM inferencing and teams operating production-grade inference platforms.]]></description><link>https://bcradops.wixsite.com/website/post/llm-inference-benchmarking-genai-perf-and-vllm</link><guid isPermaLink="false">69644010f5f6771556724166</guid><category><![CDATA[AI]]></category><category><![CDATA[DevOps]]></category><pubDate>Mon, 12 Jan 2026 00:47:38 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_1293cca9b0f54096bf1d36624bbe00a0~mv2.png/v1/fit/w_1000,h_928,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[A Practical, Stackable AI Upskilling Program (Outcome-Based) - 2026]]></title><description><![CDATA[Stackable AI upskilling program for enterprises: train AI users, managers, workflow automators, AI developers, and AI operators with outcome-based tracks. Covers AI literacy, prompt-to-workflow automation, Bedrock API development, RAG, AI agents, model fine-tuning, LLMOps, security/guardrails, FinOps, and open-source enterprise platforms (vLLM, LangGraph, vector search).]]></description><link>https://bcradops.wixsite.com/website/post/ai-upskilling-llmops-rag-llm-agents</link><guid isPermaLink="false">69618b788171120a0b1f5ee6</guid><category><![CDATA[AI]]></category><pubDate>Fri, 09 Jan 2026 23:31:06 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_4ffaf2de4a534d1c90f159b510175520~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Kateryna</dc:creator></item><item><title><![CDATA[Deploying Deepseek 3.2 Exp on Nvidia H200 — Learning lessons]]></title><description><![CDATA[Deploying DeepSeek-V3.2-Exp on NVIDIA H200 wasn’t plug-and-play—it was an engineering workout. This guide walks through GPU selection, environment setup with PyTorch + CUDA 12.8, vLLM configuration, warm-up behavior, and common NCCL issues. Includes validated Prometheus + Grafana monitoring, test scripts, and real metrics from a working 8×H200 run. Perfect for developers reproducing high-end MoE inference.]]></description><link>https://bcradops.wixsite.com/website/post/deploying-deepseek-3-2-exp-on-nvidia-h200-learning-lessons</link><guid isPermaLink="false">68e6f51cadab19170b329e38</guid><category><![CDATA[AI]]></category><pubDate>Wed, 08 Oct 2025 23:56:27 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_bdd7d169f6e64e9ea5cf049dad5efe63~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[The Strategic Importance of DevOps and Cloud in the AI Era]]></title><description><![CDATA[As artificial intelligence continues to reshape industries, the foundational technologies enabling its deployment—cloud infrastructure...]]></description><link>https://bcradops.wixsite.com/website/post/the-strategic-importance-of-devops-and-cloud-in-the-ai-era</link><guid isPermaLink="false">6897619fdaa3e7f3d0d3fca1</guid><category><![CDATA[Cloud]]></category><category><![CDATA[DevOps]]></category><pubDate>Sat, 09 Aug 2025 15:12:54 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_be9dea7dca2e465b87be1ed3a987066c~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[DevOps with Databricks, Terraform &#38; GitHub Actions]]></title><description><![CDATA[DevOps Automation for Azure Databricks In today’s fast-evolving cloud landscape, mastering DevOps practices across platforms like...]]></description><link>https://bcradops.wixsite.com/website/post/devops-with-databricks-terraform-github-actions</link><guid isPermaLink="false">6892abad3790b6e37082b316</guid><category><![CDATA[Cloud]]></category><category><![CDATA[DevOps]]></category><category><![CDATA[Databricks]]></category><pubDate>Wed, 06 Aug 2025 01:37:07 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_ac7425d6901b4e8fb4b6398ddcf03d61~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[DevOps Launchpad - Land a DevOps Job in 60 days]]></title><description><![CDATA[DevOps is Back Why DevOps Jobs Are “True Survivors” — The Early Indicator of Tech Recovery and Resilience In the whirlwind of tech...]]></description><link>https://bcradops.wixsite.com/website/post/devops-launchpad-land-a-devops-job-in-60-days</link><guid isPermaLink="false">688fe5b1703020ba46e669d0</guid><category><![CDATA[Cloud]]></category><category><![CDATA[DevOps]]></category><pubDate>Sun, 03 Aug 2025 22:51:21 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_a779cd9045ad4f83b129d30fb99b0e45~mv2.jpeg/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[Hands-on DataOps with Databricks, Terraform &#38; GitHub Actions]]></title><description><![CDATA[In this hands-on guide, we explore how to automate Databricks deployments using Terraform and GitHub Actions—covering everything from workspace provisioning on Azure to deploying and scheduling Spark jobs via code. Perfect for data engineers and DevOps teams, this blog shares real-world code, architecture, and CI/CD workflows to help you build reproducible, scalable data pipelines using modern DataOps practices.]]></description><link>https://bcradops.wixsite.com/website/post/hands-on-dataops-with-databricks-terraform-github-actions</link><guid isPermaLink="false">686f06cae3d13fcb0327083a</guid><category><![CDATA[AI]]></category><category><![CDATA[Databricks]]></category><category><![CDATA[DevOps]]></category><pubDate>Thu, 10 Jul 2025 00:44:21 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_85b21f558bf64b679149e6728a7659b2~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[Resume Review &#38; Career Guidance for Engineers]]></title><description><![CDATA[In our latest TorontoAI Meetup, we focused on resume reviews and career strategies for engineers navigating today’s competitive tech job market. With insights from hiring expert Hiren Dossani, we covered real resume pitfalls, tips to showcase your impact, and how to tailor your profile for tech roles. Missed the session? Watch the full recording and submit your resume for the next round of reviews!]]></description><link>https://bcradops.wixsite.com/website/post/torontoai-meetup-recap-resume-review-career-guidance-for-engineers</link><guid isPermaLink="false">686948f902e2c0b5efed185f</guid><category><![CDATA[TorontoAI]]></category><pubDate>Sat, 05 Jul 2025 16:06:27 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/11062b_c09d32cb028c4edcbf7e22b1891feddf~mv2.jpg/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[Punk Band of Software Development - Vibe Coding with All Hands AI, Devstral, and vLLM]]></title><description><![CDATA[Software development is evolving rapidly, and Artificial Intelligence is no longer a futuristic idea reserved for academia—it’s becoming an integral part of everyday engineering workflows. This shift is not just about making autocomplete smarter; it's about transforming development into a fluid, intelligent, and collaborative experience. This movement, which we call “Vibe Coding,” is redefining the entire dev process.]]></description><link>https://bcradops.wixsite.com/website/post/punk-band-of-software-development-vibe-coding-with-all-hands-ai-devstral-and-vllm</link><guid isPermaLink="false">68629944ccc85eb48d12c029</guid><category><![CDATA[AI]]></category><pubDate>Mon, 30 Jun 2025 14:18:19 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_8d145e88d5e842dd9edb5dd39a80f6a1~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[AI-Powered Security Insights with AWS]]></title><description><![CDATA[In a world where AI is rapidly evolving, there's often confusion between using AI tools like ChatGPT and truly understanding and building with AI. In our latest webinar, we set out to bridge this gap by showing how foundational knowledge in cybersecurity can be enhanced—not replaced—by generative AI (GenAI).]]></description><link>https://bcradops.wixsite.com/website/post/ai-powered-security-insights-with-aws</link><guid isPermaLink="false">68603d8fccc85eb48d0d3411</guid><category><![CDATA[TorontoAI]]></category><category><![CDATA[AI]]></category><pubDate>Sat, 28 Jun 2025 19:42:23 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_1d7a46baf8234b77b898aae2c83d3e0e~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[The Evolution of DevOps: From ClickOps to Platform Engineering and the Impact of AI]]></title><description><![CDATA[Platform Engineering Tech Stack for AI The ever-evolving landscape of DevOps and how advancements in AI are reshaping the way we approach...]]></description><link>https://bcradops.wixsite.com/website/post/the-evolution-of-devops-from-clickops-to-platform-engineering-and-the-impact-of-ai</link><guid isPermaLink="false">6843535f86515cbded9b97d8</guid><category><![CDATA[DevOps]]></category><category><![CDATA[AI]]></category><category><![CDATA[Cloud]]></category><pubDate>Fri, 06 Jun 2025 20:52:20 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_5ec49af797b746c9bababd5dc98fe83e~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[Infrastructure Monitoring: Traditional vs. AI/GPU Cloud Environments]]></title><description><![CDATA[AI Cloud Observability In today’s rapidly evolving technology landscape, infrastructure monitoring has become a critical component in...]]></description><link>https://bcradops.wixsite.com/website/post/infrastructure-monitoring-traditional-vs-ai-gpu-cloud-environments</link><guid isPermaLink="false">68197824a931a2506493f667</guid><category><![CDATA[DevOps]]></category><category><![CDATA[Cloud]]></category><pubDate>Tue, 13 May 2025 13:00:33 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_10013ce8a0754035b6c72231396e064e~mv2.jpg/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Kateryna</dc:creator></item><item><title><![CDATA[Decode AI for Recruiters: How to Recruit for AI Skills and Candidates]]></title><description><![CDATA[AI recruitment is evolving with more specialized roles. While data scientists and developers were once the primary focus, roles like LLM engineers and ML infrastructure architects are now in high demand. AI teams are becoming more cross-functional, requiring candidates to collaborate across disciplines. Recruiters must stay ahead by understanding AI technologies, frameworks, and cloud services, ensuring they can identify the right talent for these rapidly evolving roles.]]></description><link>https://bcradops.wixsite.com/website/post/decode-ai-for-recruiters-how-to-recruit-for-ai-skills-and-candidates</link><guid isPermaLink="false">6817c24a19b29b6e847ab5b0</guid><category><![CDATA[AI]]></category><pubDate>Sun, 04 May 2025 19:49:02 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_3177a4b1b3514d31a1a50cbd18706c7a~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[How to Survive AI — DevOps Engineers Career guide 2025]]></title><description><![CDATA[Illustration depicting the integration of DevOps and AI, highlighting collaboration and continuous improvement in artificial intelligence...]]></description><link>https://bcradops.wixsite.com/website/post/devops-career-guide-2025</link><guid isPermaLink="false">680e7fce7302aaa8bd8a7111</guid><category><![CDATA[AI]]></category><category><![CDATA[DevOps]]></category><category><![CDATA[Cloud]]></category><pubDate>Sun, 27 Apr 2025 19:18:17 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_d38c266b653049ee8f7233f8038daca6~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[Deploying a Django Application on Kubernetes ]]></title><description><![CDATA[To deploy a Django app in Kubernetes, start by containerizing it with Docker. Create a `Dockerfile` that installs dependencies, sets environment variables, and exposes the port Django runs on. Next, build the Docker image and push it to a container registry. In Kubernetes, define a `Deployment` YAML to specify your Django container, a `Service` to expose it, and a `ConfigMap` for environment variables. Use `kubectl` to apply the configurations, scale the deployment, and monitor logs. ]]></description><link>https://bcradops.wixsite.com/website/post/deploying-a-django-application-on-kubernetes</link><guid isPermaLink="false">680a75c7020b9395b8efa95e</guid><category><![CDATA[DevOps]]></category><category><![CDATA[Cloud]]></category><pubDate>Fri, 25 Apr 2025 13:59:36 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/239654_47f9cd71deb8481a957b2b279fab5308~mv2.png/v1/fit/w_991,h_771,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Seema Durrani</dc:creator></item><item><title><![CDATA[How to Run Docker Model Runner on Your Laptop for LLM Inferencing and Chatbot Development]]></title><description><![CDATA[Docker Model Runner on Your MacBook for LLM Apps Deepseek, Llama, Python Streamlit]]></description><link>https://bcradops.wixsite.com/website/post/how-to-run-docker-model-runner-on-your-laptop-for-llm-inferencing-and-chatbot-development</link><guid isPermaLink="false">68083f667c84107804bb9b76</guid><category><![CDATA[AI]]></category><category><![CDATA[DevOps]]></category><pubDate>Wed, 23 Apr 2025 01:44:53 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_01675115355944f48dbbbcbcc303e915~mv2.jpg/v1/fit/w_1000,h_948,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[How to Run and Deploy LLM Apps on Your Windows Laptop (With or Without GPU) using Ollama and Docker]]></title><description><![CDATA[Learn how to deploy an LLM chatbot on your Windows laptop with or without GPU support. This guide walks you through installing Docker Desktop, setting up the Ollama backend, and running the Llama 3.2 model using Docker containers. Whether you're a beginner or experienced developer, this step-by-step tutorial will help you get started with large language models and build your own personal chatbot using OpenWebUI. Perfect for experimenting with AI models on your local machine.]]></description><link>https://bcradops.wixsite.com/website/post/how-to-run-and-deploy-llm-apps-on-your-windows-laptop-with-or-without-gpu-using-ollama-and-docker</link><guid isPermaLink="false">680ad76902e22389d1063cb7</guid><category><![CDATA[AI]]></category><category><![CDATA[DevOps]]></category><pubDate>Thu, 10 Apr 2025 04:00:00 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_65ec2d296753458d8a0bbfe0b36ccda6~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[Understanding SOC 2 Compliance for Healthcare SaaS Providers]]></title><description><![CDATA[SOC 2 compliance for healthcare SaaS with tools like Vanta for tracking, Okta for IAM, and Splunk for auditing. Secure PHI, build trust!]]></description><link>https://bcradops.wixsite.com/website/post/soc-2-compliance-for-healthcare-saas-providers</link><guid isPermaLink="false">678ffed95c7eb299258fdf75</guid><pubDate>Tue, 25 Feb 2025 14:00:15 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_776f508f977846fda5f1838331d59d9c~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Kateryna</dc:creator></item><item><title><![CDATA[Deploy Flask App With MySQL on Kubernetes]]></title><description><![CDATA[Deploy Flask app with MySQL on Kubernetes]]></description><link>https://bcradops.wixsite.com/website/post/deploy-flask-app-with-mysql-on-kubernetes</link><guid isPermaLink="false">67b6390f936f54c025a1efd6</guid><category><![CDATA[DevOps]]></category><category><![CDATA[Cloud]]></category><pubDate>Wed, 19 Feb 2025 21:01:59 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_b97f96e03b64400998691a94e7a6131c~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Chandan Kumar</dc:creator></item><item><title><![CDATA[Protecting Your IT Assets with Nessus Vulnerability Tools and Seamless Integrations]]></title><description><![CDATA[Secure your IT assets with Nessus! Learn how its integrations with JIRA &#38; GitHub Actions streamline vulnerability management.]]></description><link>https://bcradops.wixsite.com/website/post/protecting-your-it-assets-with-nessus-vulnerability-tools-and-seamless-integrations</link><guid isPermaLink="false">678ffbe75c7eb299258fd73b</guid><pubDate>Tue, 18 Feb 2025 14:00:16 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/3ffdd6_55d1a5c58f5346baa353e1de21a99b64~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>Kateryna</dc:creator></item></channel></rss>